ArticleMolecular oncology2019
The identification of a TNBC liver metastasis gene signature by sequential CTC-xenograft modeling.
Article in Molecular oncology, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 31 papers.
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Who cites it
31 citing papers in PubMed, 49 citations in OpenAlex.
- Circulating tumour cell-derived xenograft as a preclinical platform for metastatic breast cancer.British journal of cancer · 2026Article
- Reconstructing the metastatic journey: functional circulating tumor cells and disseminated tumor cells based models for translational oncology.Journal of experimental & clinical cancer research : CR · 2026Review
- Anti-CSF-1R therapy with combined immuno-chemotherapy coordinate an adaptive immune response to eliminate macrophage enriched triple negative breast cancers.Nature communications · 2026Article
- Advancements in Circulating Tumor Cell Expansion Ex Vivo: A Matured Technology?Methods in molecular biology (Clifton, N.J.) · 2026Article
- Redefining cancer care: harnessing circulating tumor cells' potential for improved diagnosis and prognosis.Cancer cell international · 2025Review
- Cellular liquid biopsy provides unique chances for disease monitoring, preclinical model generation and therapy adjustment in rare salivary gland cancer patients.Molecular oncology · 2025Article
- Epithelial-to-mesenchymal transition (EMT) and cancer metastasis: the status quo of methods and experimental models 2025.Molecular cancer · 2025Review
- A Melanoma Brain Metastasis CTC Signature and CTC:B-cell Clusters Associate with Secondary Liver Metastasis: A Melanoma Brain-Liver Metastasis Axis.Cancer research communications · 2025Article
- Circulating tumor cell-derived preclinical models: current status and future perspectives.Cell death & disease · 2023Review
- The functional and clinical roles of liquid biopsy in patient-derived models.Journal of hematology & oncology · 2023Review
- Enhancing clinical potential of liquid biopsy through a multi-omic approach: A systematic review.Frontiers in genetics · 2023Review
- Technologies for Viable Circulating Tumor Cell Isolation.International journal of molecular sciences · 2022Review
- Signatures of Breast Cancer Progression in the Blood: What Could Be Learned from Circulating Tumor Cell Transcriptomes.Cancers · 2022Review
- Functional analysis of circulating tumour cells: the KEY to understand the biology of the metastatic cascade.British journal of cancer · 2022Review
- Basic Science with Preclinical Models to Investigate and Develop Liquid Biopsy: What Are the Available Data and Is It a Fruitful Approach?International journal of molecular sciences · 2022Review
- An organoid model of colorectal circulating tumor cells with stem cell features, hybrid EMT state and distinctive therapy response profile.Journal of experimental & clinical cancer research : CR · 2022Article
- Single-Cell RNA Sequencing Uncovers Heterogeneous Circulating Tumor Cell Subsets in Breast Cancer.Cancers · 2022Article
- Circulating tumor DNA dynamics analysis in a xenograft mouse model with esophageal squamous cell carcinoma.World journal of gastroenterology · 2021Article
- Circulating Tumor Cells as a Tool to Untangle the Breast Cancer Heterogeneity Issue.Biomedicines · 2021Review
- Functional Genomic Analysis of Breast Cancer Metastasis: Implications for Diagnosis and Therapy.Cancers · 2021Review
Corrections and comments
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Authors and funding
7 authors at 2 institutions in 1 country.
Funding
Abstract
Triple-negative breast cancer (TNBC) liver metastasis is associated with poor prognosis and low patient survival. It occurs when tumor cells disseminate from primary tumors, circulate in blood/lymph [circulating tumor cells (CTCs)], and acquire distinct characteristics during disease progression toward the metastatic phenotype. The purpose of this study was to decipher the genomic/transcriptomic properties of TNBC liver metastasis and its recurrence for potential therapeutic targeting. We employed a negative depletion strategy to isolate and interrogate CTCs from the blood of patients with TNBC, and to establish sequential generations of CTC-derived xenografts (CDXs) through injection of patient CTCs in immunodeficient mice. The isolation and validation of CDX-derived cell populations [analyses of CTCs were paired with bone marrow-resident cells (BMRTCs) and liver tissue cells obtained from the same animal] were performed by multiparametric flow cytometry, immune phenotyping, and genomic sequencing of putative CTCs. Comprehensive characterization of gene expression arrays from sequentially generated CDX-derived cell populations, online gene expression arrays, and TCGA databases were employed to discover a CTC-driven, liver metastasis-associated TNBC signature. We discovered a distinct transcriptomic signature of TNBC patient-isolated CTCs from primary TNBCs, which was consistent throughout sequential CDX modeling. We established a novel TNBC liver metastasis-specific CDX model that selectively recapitulates CTC biology for four sequential generations of mice. The evaluation of online databases and CDX-derived populations revealed 597 genes specific to the TNBC liver metastasis signatures. Further investigation of the TNBC liver metastasis signature predicted 16 hub genes, 6 biomarkers with clinically available drugs, and 22 survival genes. The sequential interrogation of CDX-CTCs is an innovative liquid biopsy-based approach for the discovery of organ metastasis-specific signatures of CTCs. This represents the first step for mechanistic and analytical validation in their application as prognostic indicators and therapeutic targets. Targeting CTC drug candidate biomarkers along with combination therapy can improve the clinical outcome of TNBC patients in general and recurrence of liver metastasis in particular.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.